ArticleNeuroImage2021
A 4-year longitudinal neuroimaging study of cognitive control using latent growth modeling: developmental changes and brain-behavior associations.
Article in NeuroImage, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Neural focalization of dorsolateral prefrontal cortex and the inferior parietal lobule is associated with inhibitory control performance in adolescence.Developmental cognitive neuroscience · 2026Article
- Age and Social Observation Effects on Theta Synchrony and Its Role in Adolescent Post-Error Control: A Computational Approach.bioRxiv : the preprint server for biology · 2026Article
- Environmental unpredictability predicts positive social risk taking through neural cognitive control.Social cognitive and affective neuroscience · 2026Article
- Outline: The Long-Term Impact of Exercise on Adolescent Growth and Development.Advances in experimental medicine and biology · 2026Review
- Latent Growth Models of Longitudinal Changes in Functional Connectivity during Early Stage Psychosis.Neuroinformatics · 2025Article
- Pathways to adolescent social anxiety: Testing interactions between neural social reward function and perceived social threat in daily life.Development and psychopathology · 2025Article
- Neural Signatures of Cognitive Control Predict Future Adolescent Substance Use Onset and Frequency.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2025Article
- Towards a neurodevelopmental model of bipolar disorder: a critical review of trait- and state-related functional neuroimaging in adolescents and young adults.Molecular psychiatry · 2025Review
- Psychopathology as long-term sequelae of maltreatment and socioeconomic disadvantage: Neurocognitive development perspectives.Development and psychopathology · 2024Article
- Distinct but correlated latent factors support the regulation of learned conflict-control and task-switching.Cognitive psychology · 2022Article
- Neural cognitive control moderates the longitudinal link between hedonia and substance use across adolescence.Developmental cognitive neuroscience · 2022Article
- Maltreatment and brain development: The effects of abuse and neglect on longitudinal trajectories of neural activation during risk processing and cognitive control.Developmental cognitive neuroscience · 2021Article
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Authors and funding
7 authors.
Funding
Abstract
Despite theoretical models suggesting developmental changes in neural substrates of cognitive control in adolescence, empirical research has rarely examined intraindividual changes in cognitive control-related brain activation using multi-wave multivariate longitudinal data. We used longitudinal repeated measures of brain activation and behavioral performance during the multi-source interference task (MSIT) from 167 adolescents (53% male) who were assessed annually over four years from ages 13 to 17 years. We applied latent growth modeling to delineate the pattern of brain activation changes over time and to examine longitudinal associations between brain activation and behavioral performance. We identified brain regions that showed differential change patterns: (1) the fronto-parietal regions that involved bilateral insula, bilateral middle frontal gyrus, left pre-supplementary motor area, left inferior parietal lobule, and right precuneus; and (2) the rostral anterior cingulate cortex (rACC) region. Longitudinal confirmatory factor analyses of the fronto-parietal regions revealed strong measurement invariance across time implying that multivariate functional magnetic resonance imaging data during cognitive control can be measured reliably over time. Latent basis growth models indicated that fronto-parietal activation decreased over time, whereas rACC activation increased over time. In addition, behavioral performance data, age-related improvement was indicated by a decreasing trajectory of intraindividual variability in response time across four years. Testing longitudinal brain-behavior associations using multivariate growth models revealed that better behavioral cognitive control was associated with lower fronto-parietal activation, but the change in behavioral performance was not related to the change in brain activation. The current findings suggest that reduced effects of cognitive interference indicated by fronto-parietal recruitment may be a marker of a maturing brain that underlies better cognitive control performance during adolescence.
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